Haichun Yang
- Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
2023/04/09 by Ruining Deng, Deng, Ruining, Can Cui +29 · 9 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review
2022/03/25 by Can Cui, Cui, Can, Haichun Yang +15 · 5 citations
Computer Science · Medicine · Neuroscience · #AI in cancer detection #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image Segmentation
2022/06/27 by Ruining Deng, Quan Liu, Deng, Ruining +21 · 4 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Colorectal Cancer Screening and Detection
- ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics
2024/12/04 by Junchao Zhu, Ruining Deng, Zhu, Junchao +21 · 7 citations
Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gene expression and cancer classification #Molecular Biology Techniques and Applications #Single-cell and spatial transcriptomics
- Improve Global Glomerulosclerosis Classification with Imbalanced Data using CircleMix Augmentation
2021/01/16 by Yuzhe Lu, Haichun Yang, Lu, Yuzhe +9 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #Retinal Imaging and Analysis #electronic engineering #information engineering
- Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining
2022/05/31 by Tianyuan Yao, Yao, Tianyuan, Yuzhe Lu +15 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Retinal Imaging and Analysis
- Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney Pathology
2024/08/17 by Junchao Zhu, Zhu, Junchao, Mengmeng Yin +15 · 4 citations
Computer Science · Health Professions · #AI in cancer detection #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology
2024/11/25 by Lining Yu, Mengmeng Yin, Yu, Lining +21 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #AI in cancer detection
- Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data
2022/03/08 by Can Cui, Han Liu, Cui, Can +15 · 1 citation
Medicine · Neuroscience · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Brain Tumor Detection and Classification #AI in cancer detection
- PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models
2024/07/13 by Can Cui, Ruining Deng, Cui, Can +11 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning
2023/08/10 by Xueyuan Li, Ruining Deng, Li, Xueyuan +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level
2025/02/11 by Ruining Deng, Deng, Ruining, Tianyuan Yao +90 · 2 citations
Computer Science · #AI in cancer detection
- Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology
2023/08/10 by Jiayuan Chen, Yu Wang, Chen, Jiayuan +21 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #Single-cell and spatial transcriptomics #electronic engineering #information engineering
- PySpatial: A High-Speed Whole Slide Image Pathomics Toolkit
2025/01/10 by Yuechen Yang, Yu Wang, Yang, Yuechen +13 · 3 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering